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Little, Roderick J. A.

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Author ID: little.roderick-j-a Recent zbMATH articles by "Little, Roderick J. A."
Published as: Little, Roderick J. A.; Little, Roderick J.; Little, Roderick; Little, R. J. A.

Publications by Year

Citations contained in zbMATH Open

50 Publications have been cited 1,874 times in 1,459 Documents Cited by Year
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
561
2002
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
433
1987
Modeling the drop-out mechanism in repeated-measures studies. Zbl 0841.62099
Little, Roderick J. A.
132
1995
Pattern-mixture models for multivariate incomplete data. Zbl 0775.62134
Little, Roderick J. A.
102
1993
A class of pattern-mixture models for normal incomplete data. Zbl 0816.62023
Little, Roderick J. A.
64
1994
Proportional hazards regression with missing covariates. Zbl 0996.62092
Chen, Hua Yun; Little, Roderick J. A.
56
1999
Robust estimation of the mean and covariance matrix from data with missing values. Zbl 0647.62040
Little, Roderick J. A.
47
1988
Analysis of multivariate missing data with nonignorable nonresponse. Zbl 1436.62206
Tang, Gong; Little, Roderick J. A.; Raghunathan, Trivellore E.
42
2003
Maximum likelihood estimation for mixed continuous and categorical data with missing values. Zbl 0609.62082
Little, Roderick J. A.; Schluchter, Mark D.
41
1985
To model or not to model? competing modes of inference for finite population sampling. Zbl 1117.62389
Little, Roderick J.
33
2004
Models for nonresponse in sample surveys. Zbl 0494.62009
Little, Roderick J. A.
26
1982
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
23
2019
Pattern-mixture models for multivariate incomplete data with covariates. Zbl 0875.62273
Little, Roderick J. A.; Wang, Yongxiao
22
1996
Survey nonresponse adjustments for estimates of means. Zbl 0596.62009
Little, Roderick J. A.
21
1986
A note about models for selectivity bias. Zbl 0582.62099
Little, Roderick J. A.
20
1985
Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed. Zbl 1073.62601
Yau, Linda H. Y.; Little, Roderick J.
19
2001
Robust likelihood-based analysis of multivariate data with missing values. Zbl 1073.62050
Little, Roderick; An, Hyonggin
19
2004
Multiple imputation for the fatal accident reporting system. Zbl 0825.62984
Heitjan, D. F.; Little, R. J. A.
16
1991
Missing values in multivariate analysis. Zbl 0297.62014
Beale, E. M. L.; Little, R. J. A.
15
1975
Inference about means from incomplete multivariate data. Zbl 0344.62049
Little, R. J. A.
15
1976
Extensions of the penalized spline of propensity prediction method of imputation. Zbl 1172.62071
Zhang, Guangyu; Little, Roderick
15
2009
A test of missing completely at random for generalised estimating equations with missing data. Zbl 1101.62314
Chen, Hua Yun; Little, Roderick
14
1999
Editing and imputation for quantitative survey data. Zbl 0608.62003
Little, Roderick J. A.; Smith, Philip J.
13
1987
Intent-to-treat analysis for longitudinal studies with drop-outs. Zbl 0925.62459
Little, Roderick; Yau, Linda
13
1996
Post-stratification: A modeler’s perspective. Zbl 0785.62011
Little, R. J. A.
12
1993
An extended general location model for causal inferences from data subject to noncompliance and missing values. Zbl 1274.62046
Peng, Yahong; Little, Roderick J. A.; Raghunathan, Trivellore E.
12
2004
Subsample ignorable likelihood for regression analysis with missing data. Zbl 1227.62099
Little, Roderick J.; Zhang, Nanhua
9
2011
Calibrated Bayes, for statistics in general, and missing data in particular. Zbl 1246.62054
Little, Roderick
9
2011
Mixed-effect hybrid models for longitudinal data with nonignorable dropout. Zbl 1165.62088
Yuan, Ying; Little, Roderick J. A.
8
2009
Maximum likelihood inference for multiple regression with missing values: a simulation study. Zbl 0399.62018
Little, Roderick J. A.
7
1979
Parametric and semiparametric model-based estimates of the finite population mean for two-stage cluster samples with item nonresponse. Zbl 1136.62406
Yuan, Ying; Little, Roderick J. A.
7
2007
Survey nonresponse. International conference, Portland, OR, USA, October 28–31, 1999. Zbl 0976.00027
6
2002
A profile conditional likelihood approach for the semiparametric transformation regression model with missing covariates. Zbl 0984.62076
Chen, Hua Yun; Little, Roderick J.
6
2001
A comparative study of doubly robust estimators of the mean with missing data. Zbl 1431.62041
Zhang, Guangyu; Little, Roderick
4
2011
Model-based estimates of the finite population mean for two-stage cluster samples with unit non-response. Zbl 1490.62056
Yuan, Ying; Little, Roderick J. A.
4
2007
The Bayesian approach to the analysis of finite population surveys. Zbl 1252.62021
Little, Roderick J. A.; Zheng, Hui
3
2007
A shrinkage approach for estimating a treatment effect using intermediate biomarker data in clinical trials. Zbl 1274.62818
Li, Yun; Taylor, Jeremy M. G.; Little, Roderick J. A.
3
2011
Penalized spline of propensity methods for treatment comparison. Zbl 1418.62179
Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A.
3
2019
Approximately calibrated small sample inference about means from bivariate normal data with missing values. Zbl 0726.62046
Little, Roderick J. A.
3
1988
Causal inference in hybrid intervention trials involving treatment choice. Zbl 1469.62376
Long, Qi; Little, Roderick J.; Lin, Xihong
2
2008
A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance. Zbl 1167.62089
Little, Roderick J.; Long, Qi; Lin, Xihong
2
2009
Statistical disclosure techniques based on multiple imputation. Zbl 05274812
Little, Roderick J. A.; Liu, Fang; Raghunathan, Trivellore E.
2
2004
Robust model-based inference for incomplete data via penalized spline propensity prediction. Zbl 1286.62088
An, Hyonggin; Little, Roderick J. A.
2
2008
Quantitative magnetic resonance image analysis via the EM algorithm with stochastic variation. Zbl 1400.62301
Zhang, Xiaoxi; Johnson, Timothy D.; Little, Roderick J. A.; Cao, Yue
2
2008
A pseudo-Bayesian shrinkage approach to regression with missing covariates. Zbl 1272.62101
Zhang, Nanhua; Little, Roderick J.
1
2012
In praise of simplicity not mathematistry! ten simple powerful ideas for the statistical scientist. Zbl 06195945
Little, Roderick J.
1
2013
A Bayesian approach to 2000 census evaluation using ace survey data and demographic analysis. Zbl 1117.62327
Elliott, Michael R.; Little, Roderick J. A.
1
2005
Penalized spline of propensity methods for treatment comparison: rejoinder. Zbl 1418.62180
Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A.
1
2019
Analysis of multivariate monotone missing data by a pseudolikelihood method. Zbl 1390.62102
Tang, Gong; Little, Roderick J. A.; Raghunathan, Trivelore E.
1
2004
A Bayesian image analysis of radiation induced changes in tumor vascular permeability. Zbl 1330.62267
Zhang, Xiaoxi; Johnson, Timothy D.; Little, Roderick J. A.; Cao, Yue
1
2010
Statistical analysis with missing data. 3rd edition. Zbl 1411.62006
Little, Roderick J. A.; Rubin, Donald B.
23
2019
Penalized spline of propensity methods for treatment comparison. Zbl 1418.62179
Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A.
3
2019
Penalized spline of propensity methods for treatment comparison: rejoinder. Zbl 1418.62180
Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A.
1
2019
In praise of simplicity not mathematistry! ten simple powerful ideas for the statistical scientist. Zbl 06195945
Little, Roderick J.
1
2013
A pseudo-Bayesian shrinkage approach to regression with missing covariates. Zbl 1272.62101
Zhang, Nanhua; Little, Roderick J.
1
2012
Subsample ignorable likelihood for regression analysis with missing data. Zbl 1227.62099
Little, Roderick J.; Zhang, Nanhua
9
2011
Calibrated Bayes, for statistics in general, and missing data in particular. Zbl 1246.62054
Little, Roderick
9
2011
A comparative study of doubly robust estimators of the mean with missing data. Zbl 1431.62041
Zhang, Guangyu; Little, Roderick
4
2011
A shrinkage approach for estimating a treatment effect using intermediate biomarker data in clinical trials. Zbl 1274.62818
Li, Yun; Taylor, Jeremy M. G.; Little, Roderick J. A.
3
2011
A Bayesian image analysis of radiation induced changes in tumor vascular permeability. Zbl 1330.62267
Zhang, Xiaoxi; Johnson, Timothy D.; Little, Roderick J. A.; Cao, Yue
1
2010
Extensions of the penalized spline of propensity prediction method of imputation. Zbl 1172.62071
Zhang, Guangyu; Little, Roderick
15
2009
Mixed-effect hybrid models for longitudinal data with nonignorable dropout. Zbl 1165.62088
Yuan, Ying; Little, Roderick J. A.
8
2009
A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance. Zbl 1167.62089
Little, Roderick J.; Long, Qi; Lin, Xihong
2
2009
Causal inference in hybrid intervention trials involving treatment choice. Zbl 1469.62376
Long, Qi; Little, Roderick J.; Lin, Xihong
2
2008
Robust model-based inference for incomplete data via penalized spline propensity prediction. Zbl 1286.62088
An, Hyonggin; Little, Roderick J. A.
2
2008
Quantitative magnetic resonance image analysis via the EM algorithm with stochastic variation. Zbl 1400.62301
Zhang, Xiaoxi; Johnson, Timothy D.; Little, Roderick J. A.; Cao, Yue
2
2008
Parametric and semiparametric model-based estimates of the finite population mean for two-stage cluster samples with item nonresponse. Zbl 1136.62406
Yuan, Ying; Little, Roderick J. A.
7
2007
Model-based estimates of the finite population mean for two-stage cluster samples with unit non-response. Zbl 1490.62056
Yuan, Ying; Little, Roderick J. A.
4
2007
The Bayesian approach to the analysis of finite population surveys. Zbl 1252.62021
Little, Roderick J. A.; Zheng, Hui
3
2007
A Bayesian approach to 2000 census evaluation using ace survey data and demographic analysis. Zbl 1117.62327
Elliott, Michael R.; Little, Roderick J. A.
1
2005
To model or not to model? competing modes of inference for finite population sampling. Zbl 1117.62389
Little, Roderick J.
33
2004
Robust likelihood-based analysis of multivariate data with missing values. Zbl 1073.62050
Little, Roderick; An, Hyonggin
19
2004
An extended general location model for causal inferences from data subject to noncompliance and missing values. Zbl 1274.62046
Peng, Yahong; Little, Roderick J. A.; Raghunathan, Trivellore E.
12
2004
Statistical disclosure techniques based on multiple imputation. Zbl 05274812
Little, Roderick J. A.; Liu, Fang; Raghunathan, Trivellore E.
2
2004
Analysis of multivariate monotone missing data by a pseudolikelihood method. Zbl 1390.62102
Tang, Gong; Little, Roderick J. A.; Raghunathan, Trivelore E.
1
2004
Analysis of multivariate missing data with nonignorable nonresponse. Zbl 1436.62206
Tang, Gong; Little, Roderick J. A.; Raghunathan, Trivellore E.
42
2003
Statistical analysis with missing data. 2nd ed. Zbl 1011.62004
Little, Roderick J. A.; Rubin, Donald B.
561
2002
Survey nonresponse. International conference, Portland, OR, USA, October 28–31, 1999. Zbl 0976.00027
6
2002
Inference for the complier-average causal effect from longitudinal data subject to noncompliance and missing data, with application to a job training assessment for the unemployed. Zbl 1073.62601
Yau, Linda H. Y.; Little, Roderick J.
19
2001
A profile conditional likelihood approach for the semiparametric transformation regression model with missing covariates. Zbl 0984.62076
Chen, Hua Yun; Little, Roderick J.
6
2001
Proportional hazards regression with missing covariates. Zbl 0996.62092
Chen, Hua Yun; Little, Roderick J. A.
56
1999
A test of missing completely at random for generalised estimating equations with missing data. Zbl 1101.62314
Chen, Hua Yun; Little, Roderick
14
1999
Pattern-mixture models for multivariate incomplete data with covariates. Zbl 0875.62273
Little, Roderick J. A.; Wang, Yongxiao
22
1996
Intent-to-treat analysis for longitudinal studies with drop-outs. Zbl 0925.62459
Little, Roderick; Yau, Linda
13
1996
Modeling the drop-out mechanism in repeated-measures studies. Zbl 0841.62099
Little, Roderick J. A.
132
1995
A class of pattern-mixture models for normal incomplete data. Zbl 0816.62023
Little, Roderick J. A.
64
1994
Pattern-mixture models for multivariate incomplete data. Zbl 0775.62134
Little, Roderick J. A.
102
1993
Post-stratification: A modeler’s perspective. Zbl 0785.62011
Little, R. J. A.
12
1993
Multiple imputation for the fatal accident reporting system. Zbl 0825.62984
Heitjan, D. F.; Little, R. J. A.
16
1991
Robust estimation of the mean and covariance matrix from data with missing values. Zbl 0647.62040
Little, Roderick J. A.
47
1988
Approximately calibrated small sample inference about means from bivariate normal data with missing values. Zbl 0726.62046
Little, Roderick J. A.
3
1988
Statistical analysis with missing data. Zbl 0665.62004
Little, Roderick J. A.; Rubin, Donald B.
433
1987
Editing and imputation for quantitative survey data. Zbl 0608.62003
Little, Roderick J. A.; Smith, Philip J.
13
1987
Survey nonresponse adjustments for estimates of means. Zbl 0596.62009
Little, Roderick J. A.
21
1986
Maximum likelihood estimation for mixed continuous and categorical data with missing values. Zbl 0609.62082
Little, Roderick J. A.; Schluchter, Mark D.
41
1985
A note about models for selectivity bias. Zbl 0582.62099
Little, Roderick J. A.
20
1985
Models for nonresponse in sample surveys. Zbl 0494.62009
Little, Roderick J. A.
26
1982
Maximum likelihood inference for multiple regression with missing values: a simulation study. Zbl 0399.62018
Little, Roderick J. A.
7
1979
Inference about means from incomplete multivariate data. Zbl 0344.62049
Little, R. J. A.
15
1976
Missing values in multivariate analysis. Zbl 0297.62014
Beale, E. M. L.; Little, R. J. A.
15
1975
all top 5

Cited by 2,398 Authors

37 Molenberghs, Geert
24 Little, Roderick J. A.
21 Ganjali, Mojtaba
18 Verbeke, Geert N.
16 Tang, Niansheng
14 Daniels, Michael J.
14 Wang, Qihua
13 Ibrahim, Joseph George
12 Kenward, Michael G.
11 Yuan, Ying
10 Sun, Liuquan
9 Guo, Xu
9 Lipsitz, Stuart R.
9 Qin, Yongsong
9 Wang, Lei
9 Xu, Wangli
9 Yuan, Kehai
8 Han, Peisong
8 Harel, Ofer
8 Josse, Julie
8 Kano, Yutaka
8 Shao, Jun
8 Wu, Lang
8 Zhao, Puying
7 Baghfalaki, Taban
7 Chen, Minghui
7 Fang, Fang
7 Fitzmaurice, Garrett Martin
7 Mealli, Fabrizia
7 Qin, Guoyou
7 Reiter, Jerome P.
7 Taylor, Jeremy M. G.
7 Wang, Wan-Lun
7 Yi, Grace Yun
7 Zhu, Zhongyi
6 Aerts, Marc
6 Balakrishnan, Narayanaswamy
6 Beunckens, Caroline
6 Demirtas, Hakan
6 Elliott, Michael R.
6 Follmann, Dean A.
6 Hens, Niel
6 Kim, Jae Kwang
6 Lachos Dávila, Víctor Hugo
6 Lee, Sik-Yum
6 Lesaffre, Emmanuel M. E. H.
6 Lin, Tsung I.
6 Liu, Wei
6 Müller, Ursula U.
6 Paik, Myunghee Cho
6 Qin, Jing
6 Rao, Jonnagadda Nalini Kanth
6 Rubin, Donald Bruce
6 Song, Xinyuan
6 Takai, Keiji
6 Tian, Guoliang
6 Wang, Suojin
6 Zeng, Donglin
6 Zhou, Xiao-Hua Andrew
6 Zhu, Lixing
6 Zou, Yuye
5 Bolfarine, Heleno
5 Carroll, Raymond James
5 Chen, Chyong-Mei
5 Dupuy, Jean-François
5 Fan, Guoliang
5 Gelman, Andrew
5 Hogan, Joseph W.
5 Jansen, Ivy
5 Liang, Hanying
5 Liu, Mengling
5 Lu, Wenbin
5 Nan, Bin
5 Pacini, Barbara
5 Paulino, Carlos Daniel Mimoso
5 Punzo, Antonio
5 Schenker, Nathaniel
5 Si, Yajuan
5 Sinha, Sanjoy Kumar
5 Tang, Manlai
5 Ten Have, Thomas (Tom) R.
5 Thijs, Herbert
5 Tsukada, Shin-ichi
5 Valdés, Teófilo
5 Wang, Chenguang
5 Zhang, Zhiyong
5 Zhu, Hongtu
4 Anido, Carmen
4 Bahrami Samani, Ehsan
4 Bandyopadhyay, Dipankar
4 Belin, Thomas R.
4 Bello, Abdul Lateef
4 Bindele, Huybrechts F.
4 Carpenter, James R.
4 Chen, Qingxia
4 Chow, Sy-Miin
4 da Motta Singer, Julio
4 De Boeck, Paul
4 Ding, Peng
4 Geng, Zhi
...and 2,298 more Authors
all top 5

Cited in 153 Serials

118 Computational Statistics and Data Analysis
107 Biometrics
84 Communications in Statistics. Theory and Methods
52 Psychometrika
52 Journal of Statistical Planning and Inference
50 Communications in Statistics. Simulation and Computation
50 Journal of Applied Statistics
49 Journal of Statistical Computation and Simulation
46 Statistical Science
46 The Annals of Applied Statistics
43 Journal of Multivariate Analysis
37 Journal of the American Statistical Association
33 Statistics & Probability Letters
29 Annals of the Institute of Statistical Mathematics
21 Biometrical Journal
20 Lifetime Data Analysis
20 Journal of Nonparametric Statistics
19 The Annals of Statistics
19 Statistical Papers
19 Statistical Methods in Medical Research
18 Computational Statistics
18 Test
18 AStA. Advances in Statistical Analysis
17 The Canadian Journal of Statistics
17 Scandinavian Journal of Statistics
16 Journal of the Royal Statistical Society. Series C. Applied Statistics
16 Journal of the Korean Statistical Society
14 Electronic Journal of Statistics
13 Statistics
12 Journal of Econometrics
12 Journal of Classification
12 Acta Mathematicae Applicatae Sinica. English Series
11 Metrika
11 Metron
11 Statistica Sinica
11 Statistical Modelling
11 Statistical Methods and Applications
11 Advances in Data Analysis and Classification. ADAC
11 Statistics and Computing
10 Statistica Neerlandica
9 European Journal of Operational Research
9 Journal of the Royal Statistical Society. Series B. Statistical Methodology
9 Statistical Methodology
8 Journal of Systems Science and Complexity
8 Journal of Statistical Theory and Practice
7 International Statistical Review
7 International Journal of Approximate Reasoning
7 Science China. Mathematics
7 Bayesian Analysis
6 Machine Learning
6 Journal of Agricultural, Biological, and Environmental Statistics
5 Journal of Biopharmaceutical Statistics
5 Australian & New Zealand Journal of Statistics
5 Statistics Surveys
5 Journal of Computational and Graphical Statistics
5 Journal of Probability and Statistics
4 The American Statistician
4 Automatica
4 Biostatistics
4 Brazilian Journal of Probability and Statistics
4 AStA. Allgemeines Statistisches Archiv
4 Journal of Machine Learning Research (JMLR)
4 Statistical Analysis and Data Mining
4 Sankhyā. Series B
3 Artificial Intelligence
3 British Journal of Mathematical & Statistical Psychology
3 American Journal of Mathematical and Management Sciences
3 Econometric Reviews
3 Linear Algebra and its Applications
3 Pattern Recognition
3 Mathematical Population Studies
2 Fuzzy Sets and Systems
2 Information Sciences
2 The Journal of Mathematical Sociology
2 Revista Colombiana de Estadística
2 Sequential Analysis
2 Computers & Operations Research
2 Economics Letters
2 Applied Mathematical Finance
2 Bernoulli
2 Journal of Inequalities and Applications
2 Discrete Dynamics in Nature and Society
2 International Journal of Applied Mathematics and Computer Science
2 Econometric Theory
2 Hacettepe Journal of Mathematics and Statistics
2 Journal of the Italian Statistical Society
2 Journal of the Japan Statistical Society. Japanese Issue
1 International Journal of Control
1 Indian Journal of Pure & Applied Mathematics
1 Journal of Computational Physics
1 Lithuanian Mathematical Journal
1 Mathematical Biosciences
1 Applied Mathematics and Computation
1 Mathematics and Computers in Simulation
1 Numerical Functional Analysis and Optimization
1 SIAM Journal on Computing
1 Statistica
1 Insurance Mathematics & Economics
1 Journal of Time Series Analysis
1 Acta Applicandae Mathematicae
...and 53 more Serials

Citations by Year